• 제목/요약/키워드: rank correlation analysis

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Uncertainty and Sensitivity Analysis on A Biosphere Model

  • Park, Wan-Sou;Kim, Tae-Woon;Lee, Kun-Jai
    • Journal of Radiation Protection and Research
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    • 제15권2호
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    • pp.101-112
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    • 1990
  • For the performance assessment of the radioactive waste disposal system (repository), a biosphere model is suggested. This biosphere model is intended to calculate the annual doses to man caused by the contaminated river water for eight pathways and four radionuclides. This model can also be applied to assess the radiological effects of contaminated well water. To account for the uncertainties on the model parameter values, parameter distributions are assigned to these model parameters. Then, Monte Carlo simulation method with Latin Hypercube sampling technique is used. Also, sensitivity analysis is performed by using the Spearman rank correlation coefficients. It is found that these methods are a very useful tool to treat uncertainties and sensitivities on the model parameter values and to analyze the biosphere model. A conversion factor is proposed to calculate the annual dose rate to humans arising from a unit radionuclide concentration in river water. This conversion factor allows for the substitution of the biosphere model in a probabilistic performance assessment computer code by one single variable.

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인터넷 매장과 오프라인 매장에서의 소비자 의복 쇼핑 성향 차이에 관한 연구 (The Difference of Clothing Shopping Orientation in Internet and Offline Stores)

  • 김세희
    • 한국의류학회지
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    • 제33권1호
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    • pp.92-103
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    • 2009
  • The study is interested in the consumer's mixed choice of the internet and the offline stores. Therefore the purpose of study is to investigate if the clothing shopping orientation of consumers varies when they shop internet and offline, instead of classifying consumers into internet shoppers and offline shoppers. For the purpose, quantitative survey was carried out using 201 questionnaires from men and women in their twenties. The data were analyzed using factor analysis, Pearson's correlation analysis, Spearman's rank order correlation coefficient, t-test, and frequency analysis. The results are as following. First, the clothing shopping orientation structures of offline and internet stores were different each other. As the result of factor analysis, positive, brand oriented, economic, convenient conformity, convenient impulsive factors were extracted from offline store and rational, enjoying, goal oriented, conformity, brand oriented, convenient impulsive purchase factors were extracted from internet store respectively. Second, as the results of investigating the relationship between the clothing shopping orientation structures of offline and internet stores, positive(off)-enjoying(on), brand oriented(off)-brand oriented(on), convenient conformity(off)-conformity(on) had strong correlation s and the rest were peculiar to the each store type. Specifically, the goal oriented factor peculiar to the internet store was noticeable. Third, as the results of investigating the differences between clothing shopping orientation of offline and internet stores, the ranks of strong orientation dimension were different between two channels. As well, the mean differences were significant in goal oriented, conformity, brand oriented, and convenient impulsive purchase dimensions. This study has the significance that it investigated the variance of clothing shopping orientation according to the mixed selection trend of internet/offline.

Relationship between hematologic parameters related to systemic inflammation and insulin resistance-associated metabolic parameters in women with polycystic ovary syndrome

  • Minkyung Cho;Suji Kim;Sungwook Chun
    • Clinical and Experimental Reproductive Medicine
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    • 제50권3호
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    • pp.206-212
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    • 2023
  • Objective: The aim of the present study was to evaluate the associations between hematologic parameters related to systemic inflammation and insulin resistance-associated metabolic parameters in women with polycystic ovary syndrome (PCOS). Methods: Eighty-two women between the ages of 18 and 35 years who were diagnosed with PCOS were included in this study. A 2-hour 75-g oral glucose tolerance test (OGTT) was administered to all study participants; fasting and postprandial glucose and insulin levels were measured simultaneously during the 2-hour OGTT. Hematologic parameters were derived from a standard complete blood count and a differential count of fasting-state blood samples. The correlations between hematologic parameters and insulin resistance-associated clinical and metabolic parameters were evaluated using the Spearman rank correlation and partial correlation coefficients. Hematologic parameters related to systemic inflammation were compared between the two groups, categorized by the presence or absence of insulin resistance. Results: Significant differences in the absolute neutrophil count, absolute monocyte count, platelet count, and neutrophil-lymphocyte ratio were found between the insulin-resistant group and insulin-nonresistant group. Correlation analysis found that all hematological parameters, except for the platelet-lymphocyte ratio, were associated with at least one insulin resistance-associated metabolic parameter. However, these significant correlations between hematological and metabolic parameters were attenuated after controlling for the effects of other covariates using partial correlation analysis. Conclusion: The association between hematologic parameters indicative of systemic inflammation and insulin resistance-associated metabolic parameters seems to be strongly influenced by other anthropometric covariates in women with PCOS.

적외선 체열촬영의 퇴행성 슬관절염 평가도구와의 상관관계 연구 (Study on the Correlation between DITI and Assessment Instruments of Knee OA)

  • 김영진;이소영;이민호;유승연;이승훈;남상수;이재동;최도영
    • Journal of Acupuncture Research
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    • 제26권6호
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    • pp.171-178
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    • 2009
  • Objectives : To investigate the correlation between DITI and assessment instruments of knee OA. Methods : Data were obtained from 127 subjects with OA of the knee. They were asked to answer VAS pain scale, LFI, WOMAC and KHAQ. Correlation was assessed by examing the pearson's correlation and spearman's rank correlation coefficients. Results : The thermal difference between the patella of knee was correlated with VAS, LFI and WOMAC. Age, duration, BMI and sex were not correlated with the thermal differences of each region. Conclusions : DITI value was useful for evaluating the severity of OA. And we should find out the standardization of analysis of DITI value for diagnosis of OA.

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Long-term Changes of Physicochemical Water Quality in Lake Youngrang, Korea

  • Bhattrai, Bal Dev;Kwak, Sungjin;Choi, Kwansoon;Heo, Woomyung
    • 생태와환경
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    • 제50권1호
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    • pp.169-185
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    • 2017
  • Physicochemical properties of water quality were analyzed to understand the long-term variations in Lake Youngrang from 1998 to 2015. Nonparametric statistical methods were applied to deduct correlation among water quality parameters and water quality trend. In total observations(N=64), the Secchi depth (SD) transparency showed significant positive correlation with salinity (r=0.458) and highly significant negative correlation with chlorophyll-a (r= -0.649) for p<0.0001 in two-tailed test of Spearman's rank correlation. Significant negative correlations of SD were observed with chemical oxygen demand (COD), total phosphorus (TP) and total nitrogen (TN). These correlation patterns were very similar in rainy (N=25) and non-rainy (N=39) periods too. Chlorophyll-a (Chl-a) had significant correlation with COD. Sen's slope test was performed along with Mann-Kendall trend test (significance ${\alpha}=0.05$, two-tailed) to find water quality trend. Positive trends were observed for SD and salinity with Sen's slopes 0.012 and 0.385, respectively (p<0.0001). Negative significant trends were observed for total nitrogen (TN) and Chl-a with Sen's slopes -0.02 (p<0.0001) and -0.346 (p=0.0010), respectively. Temperature, COD and phosphorus components had no trends. Carlson's trophic state index (TSI) for SD, TP and Chl-a were obtained in the ranges of 46~80, 37~82 and 39~82, respectively. Trophic index values suggest that Lake Youngrang was mesoeutrophic to eutrophic and there could be possibility of anoxia during the summer and dominance of blue-green algae. Excess nutrient inputs from external and internal sources were the causes of eutrophication in this lake. The findings of this study would be helpful to recognize water quality variables to manage the water body.

공공도서관 사서의 평생교육업무에 대한 인식 연구 - 인천지역을 중심으로 - (An Analysis on the Perception of Public Librarians about Lifelong Education Tasks: Focus on Incheon Metropolitan City)

  • 김남지;조재인
    • 한국비블리아학회지
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    • 제27권3호
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    • pp.51-73
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    • 2016
  • 본 연구는 공공도서관 사서들이 어려움을 느끼고 있는 평생교육 단위직무를 파악하고 동시에 재교육이 필요한 교육 내용에 대한 우선 순위를 맨휘트니(Mann Whitney U-test), 다중회귀분석(Multiple regression analysis)과 AHP(Analytic Hierarchy Process) 분석을 통해 제시하였다. 첫번째, 조사 대상 사서의 87%가 평생교육 직무는 보통이거나 어렵다고 인식하고 있었으며, 단위 업무별로는 운영계획수립을 가장 어려운 직무로 생각하고 있었다. 두번째, 평생교육사 자격이 있는 사서가 없는 경우에 비해 업무를 수월하게 인식하고 있었으며(P=0.04), 단위업무별로는 강사섭외(P=0.04), 운영계획수립(P=0.05)에 있어 유의한 차이가 검증되었다. 또한 평생교육관련 경력이 길수록 업무를 수월하게 (R=-0.217) 느끼는 것으로 나타났으며, 특히, 일정편성(R=-0.33), 진행업무(R=-0.22)에 있어, 통계적으로 유의한 상관성을 보였다. 세번째, 다중회귀분석 결과, 공공도서관 사서들이 평생교육업무 전반에 대하여 느끼는 체감 난이도에 유의한 영향을 주는 단위 직무는 운영계획수립(P=0.04)과 홍보(P=0.05) 업무인 것으로 나타났으며, 그중 운영계획수립(${\beta}=0.233$)이 체감 난이도 형성에 가장 많은 영향을 주는 요인인 것으로 판명되었다. 한편, 91%의 사서가 평생교육 직무 관련 재교육이 필요하다고 느끼고 있으며, 스피어만(Spearman rank-order correlation coefficient) 분석 결과(R=-0.210), 평생교육 업무에 대한 체감 난이도가 높은 사서일수록 재교육 필요성을 더욱 많이 느끼고 있는 것으로 나타났다. AHP 분석 결과 평생교육 직무 관련 재교육 내용은 이용자와의 소통(CU P=0.310), 기획(PL P=0.246), 마케팅(LM P=0.173) 순의 가중치를 보였으며, 도출된 CR(Consistency Ratio) 비율은 0.146으로 계산돼, 응답에 대한 일관성은 허용할 수 있는 수준인 것으로 나타났다.

Comparison of Clinical Characteristics of Fluorescence in Quantitative Light-Induced Fluorescence Images according to the Maturation Level of Dental Plaque

  • Jung, Eun-Ha;Oh, Hye-Young
    • 치위생과학회지
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    • 제21권4호
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    • pp.219-226
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    • 2021
  • Background: Proper detection and management of dental plaque are essential for individual oral health. We aimed to evaluate the maturation level of dental plaque using a two-tone disclosing agent and to compare it with the fluorescence of dental plaque on the quantitative light-induced fluorescence (QLF) image to obtain primary data for the development of a new dental plaque scoring system. Methods: Twenty-eight subjects who consented to participate after understanding the purpose of the study were screened. The images of the anterior teeth were obtained using the QLF device. Subsequently, dental plaque was stained with a two-tone disclosing solution and a photograph was obtained with a digital single-lens reflex (DSLR) camera. The staining scores were assigned as follows: 0 for no staining, 1 for pink staining, and 2 for blue staining. The marked points on the DSLR images were selected for RGB color analysis. The relationship between dental plaque maturation and the red/green (R/G) ratio was evaluated using Spearman's rank correlation. Additionally, different red fluorescence values according to dental plaque accumulation were assessed using one-way analysis of variance followed by Scheffe's post-hoc test to identify statistically significant differences between the groups. Results: A comparison of the intensity of red fluorescence according to the maturation of the two-tone stained dental plaque confirmed that R/G ratio was higher in the QLF images with dental plaque maturation (p<0.001). Correlation analysis between the stained dental plaque and the red fluorescence intensity in the QLF image confirmed an excellent positive correlation (p<0.001). Conclusion: A new plaque scoring system can be developed based on the results of the present study. In addition, these study results may also help in dental plaque management in the clinical setting.

Factors affecting the reduction rate of odontogenic cysts after decompression based on 3-dimensional volumetric analysis

  • Sarawut Wongrattanakarn;Vorapat Trachoo;Boosana Kaboosaya;Pornkawee Charoenlarp;Net-nada Chongruangsri;Patcharapit Promoppatum
    • Imaging Science in Dentistry
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    • 제53권4호
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    • pp.313-323
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    • 2023
  • Purpose: This study aimed to investigate the potential factors that could affect the reduction rate of odontogenic cysts following decompression using cone-beam computed tomography (CBCT) for 3-dimensional volumetric analysis. Materials and Methods: The study sample consisted of CBCT images of 41 individuals who underwent decompression of odontogenic cysts at the Department of Oral and Maxillofacial Surgery, Faculty of Dentistry, Chulalongkorn University, between 2010 and 2022. Preoperative and postoperative CBCT results were collected, and a volumetric analysis was conducted to evaluate the differences in the reduction rate and the percentage of volume reduction of cystic lesions based on different parameters. Correlations between these parameters were analyzed to determine associations. Results: In this study, the average time of decompression for odontogenic cysts was 316 days. Males demonstrated a higher reduction rate than females (P<0.05). The reduction rate was directly proportional to initial cyst volume, with higher reduction rates for cysts with large initial volume than those with small initial volume (P<0.05). Spearman's rank correlation coefficient indicated a weak positive correlation between the initial cyst volume and the duration of decompression. Additionally, a strong positive correlation was observed between the initial volume and the reduction rate. Conclusion: Knowledge of the reduction rate of odontogenic cysts is vital for surgeons to evaluate the duration of decompression before enucleation and to determine a definitive treatment plan. Sex and initial lesion volume had significant effects on the reduction rate.

전층각막이식을 시행한 안에서 리바운드 안압계의 임상적 유용성 (Clinical Evaluation of a Rebound Tonometer in Patients Who Underwent Penetrating Keratoplasty)

  • 김종우;정지원
    • 대한안과학회지
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    • 제59권12호
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    • pp.1122-1128
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    • 2018
  • 목적: 전층각막이식을 시행받은 환자에서 리바운드 안압계의 임상적 유용성을 골드만 안압계 및 비접촉 안압계와 비교하여 알아보고자 하였다. 대상과 방법: 전층각막이식을 시행한 19안, 정상 대상자의 28안을 대상으로 하였다. 전층각막이식을 시행한 안과 정상안 각각에서 리바운드 안압계로 측정한 안압 결과를 골드만 안압계와 비접촉 안압계로 측정한 결과와 Spearmann 상관분석을 시행하고 Wilcoxon signed rank test 검정을 사용하여 비교하였다. 또한 각 그룹에서 리바운드 안압계로 측정한 안압 결과를 급내상관계수를 이용하여 재현성을 평가하였다. 결과: 정상안에서는 리바운드 안압계로 측정한 결과가 골드만 및 비접촉 안압계로 측정한 결과값과 유의한 차이가 없었다(p>0.050). 전층각막이식을 시행한 안에서는 리바운드 안압계로 측정한 안압은 골드만 안압계로 측정한 안압과 유의한 차이를 보이지 않았으나(p=0.872), 비접촉 안압계로 측정한 안압에 비하여 유의하게 낮았다(p=0.011). 하지만 리바운드 안압계로 측정한 안압과 골드만 및 비접촉 안압계로 측정한 안압은 비교적 높은 상관성을 보였다(r=0.770, 0.879). 리바운드 안압계 측정치의 급내상관계수는 전층각막 이식을 시행한 안에서는 0.986, 정상안에서는 0.961로 두 군 모두 높은 재현성을 보였다. 결론: 전층각막이식을 시행한 안에서 리바운드 안압계 측정값은 골드만 및 비접촉 안압계 측정값과 비교적 높은 상관성을 보였으며 정상안과 유사하게 높은 재현성을 보여 이들 환자의 안압 측정에 있어서 유용한 방법 중 하나로 생각해 볼 수 있다.

영화의 개봉일 흥행성과가 영화의 최종 흥행에 미치는 영향: 개봉일 흥행순위를 중심으로 (The Impact of Opening Day Box Office Performance on a Movie's Final Box Office: Focusing on a Movie's Box Office Rank on an Opening Day)

  • 최성희
    • 한국콘텐츠학회논문지
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    • 제20권12호
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    • pp.221-229
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    • 2020
  • 본 연구는 개봉일 흥행순위, 특히 개봉일 흥행 1위 여부에 초점을 두고 영화의 최종 흥행 예측 지표를 탐색하고자 한다. 한국 영화시장의 최근 5년간(2013~2017년) 개봉작 총 794편의 자료에 대한 회귀분석을 통해, 개봉일 흥행 1위를 달성한 영화일수록 최종 흥행성과가 더 좋음을 확인하였다. 또한 영화의 질(quality)이 개봉일 흥행 1위 영화의 흥행에 추가적인 영향을 준다고 보기는 어려웠다. 개봉일 흥행 1위 여부 외에 개봉일 대비 일요일 상영횟수 증가 여부도 최종 관객 수에 영향을 가지는 것으로 나타났다. 개봉일 흥행 1위 영화 158편에 대한 추가 분석 결과, 개봉 2주차 관객증가율의 최종 흥행 설명력이 높았다. 영화의 개봉일 흥행과 최종 흥행 간의 상관계수를 연도별로 비교한 결과, 상관계수가 일관된 증가 추세를 보이지는 않았다. 본 연구는 영화 흥행에 대한 새로운 지표들을 발굴하고 해당 지표들의 최종 흥행에 대한 영향이 유의하다는 것을 확인하였다는 점에서 기존 연구와 차별성을 가진다고 볼 수 있다.